gemini-deep-researchPerform complex, long-running research tasks using Gemini Deep Research Agent. Use when asked to research topics requiring multi-source synthesis, competitive analysis, market research, or comprehensive technical investigations that benefit from systematic web search and analysis.
Install via ClawdBot CLI:
clawdbot install arun-8687/gemini-deep-researchUse Gemini's Deep Research Agent to perform complex, long-running context gathering and synthesis tasks.
GEMINI_API_KEY environment variable (from Google AI Studio)Deep Research is an agent that:
scripts/deep_research.py --query "Research the history of Google TPUs"scripts/deep_research.py --query "Research the competitive landscape of EV batteries" \
--format "1. Executive Summary\n2. Key Players (include data table)\n3. Supply Chain Risks"scripts/deep_research.py --query "Compare our 2025 fiscal year report against current public web news" \
--file-search-store "fileSearchStores/my-store-name"scripts/deep_research.py --query "Your research topic" --streamThe script saves results to timestamped files:
deep-research-YYYY-MM-DD-HH-MM-SS.md - Final report in markdowndeep-research-YYYY-MM-DD-HH-MM-SS.json - Full interaction metadatahttps://generativelanguage.googleapis.com/v1beta/interactionsdeep-research-pro-preview-12-2025x-goog-api-key header (NOT OAuth Bearer token)Generated Mar 1, 2026
Startups can use this skill to research competitors' product features, market positioning, and customer reviews. It synthesizes data from multiple sources to identify gaps and opportunities, aiding in strategic planning.
Companies can analyze trends in consumer preferences, pricing strategies, and supply chain dynamics. The skill compiles reports from web searches to inform product development and marketing campaigns.
Engineers can research emerging technologies, material specifications, and industry standards. It breaks down complex queries into sub-questions, providing detailed reports for R&D projects.
Analysts can compare fiscal reports against current news to assess company performance. The skill integrates file search with web data for comprehensive risk and opportunity analysis.
Offer research-as-a-service to clients needing in-depth analysis, such as market reports or competitive intelligence. Charge per project or subscription for ongoing insights.
Integrate this skill into a software platform that automates research tasks for users. Monetize through tiered subscriptions based on usage limits and report complexity.
Use the skill to generate detailed articles, whitepapers, or industry reports for clients. Sell these as premium content or leverage them for lead generation.
💬 Integration Tip
Ensure the GEMINI_API_KEY is securely stored as an environment variable and test with simple queries before scaling to complex tasks.
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses DuckDuckGo's search API to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
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Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.